Using NetLogo as a tool to encourage scientific thinking across disciplines
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Abstract
In this article we discuss the possible uses of NetLogo as an educational tool for High School and early-years undergraduate students. The paper is geared towards teachers from all disciplines that require students to problem solve, be quantitative and logical but want a project orientated platform to build or reinforce knowledge. The goal is to highlight possible ways to excite students who perceive themselves to be weak mathematically by non-traditional computer-based exercises. Here we choose a model of Toxoplasmosis gondii to demonstrate our ideas and show how scientific thinking and mathematical modeling can be used by the wider teaching community. Although these methods could be used for any age group or scholarly level, here we build our ideas around students who have seen high school algebra and may have studied one semester of differential calculus. Finally, we give some ideas of how NetLogo could be incorporated across the curriculum.
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References
Du, F., Zhang, Q., Yu, Q., Hu, M., Zhou, Y., & Zhao, J. (2012). Soil contamination of toxoplasma gondii oocysts in pig farms in central china. Vet. Parasitol., 187 , 53-56.
Dubey, J. P., & Frenkel, J. K. (1998, May). Toxoplasmosis of rats: a review, with considerations of their value as an animal model and their possible role in epidemiology. Veterinary Parasitology, 77 (1), 1-32.
Engel, J. (1954). A verification of Lanchester's law. J. Op. Res. Soc. Am.,2 (2), 163-171.
Flegr, J., & Havlicek, J. (1999). Changes in the personality profile of young women with latent toxoplasmosis. Folia parasitologica, 46 (4), 22-28.
Flegr, J., Klose, J., Novotna, M., & Berenreitterova, J., M. Havlicek. (2009). Increased incidence of traffic accidents in toxoplasma-infected military drivers and protective effect rhd molecule revealed by a large-scale prospective cohort study. BMC Inf. Dis., 9 (1).
Fuller Torrey, E., & Yolken, R. H. (2003, November). Toxoplasma gondii and schizophrenia. Emerg. Infect. Dis., 9 (11), 1375-1380.
Gammack, D., (2015) NetLogo Models, https://sites.google.com/a/marymount.edu/netlogomodels/models/toxoplasmosis, Department of Mathematics, Marymount University, Arlington, VA.
Gammack, D., Schaefer, E., & Gaff, H. (2013). Global dynamics emerging from local interactions: Agent-based modeling for the life sciences. In R. Robeva & T. Hodge (Eds.), Mathematical concepts and methods in modern biology. Elsevier.
Jiang, W., Sullivan, A., Su, C., & Zhao, X. (2012). An agent-based model for the transmission dynamics of toxoplasma gondii. J. Theor. Biol., 293 , 15-26.
Kijlstra, A., Eissen, O. A., Cornelissen, J., Munniksma, K., Eijck, I., & Kortbeek, T. (2004). Toxoplasma gondii infection in animal-friendly pig production systems. Invest Ophthalmol Vis Sci., 45 (9), 3165-3169.
Lanchester, F. (1916). Aircraft in warfare: the dawn of the first arm. London: Constable. key chapters reprinted as: Mathematics in warfare. The world of mathematics, j. Newman (ed.) 1956. New York: Simon and Schuster.
Laubenbacher, R., Jarrah, A., Mortveit, H., & Ravi, S. (2012). Agent based modeling, mathematical formalism for. In R. Meyers (Ed.), Computational complexity (pp. 88-104). Springer.
Laver, M., & Sergenti, E. (2011). Party competition: An agent-based model. Princeton University Press.
Miro, G., Montoya, A., Fisher, M., & Fuentes, I. (2008). Toxoplasmosis – an update. EJCAP, 18 (3), 246-254.
Nikolai, C., & Madey, G. (2009a). Tools of the trade: a survey of various agent based modeling platforms. J. Art. Soc. Soc. Sim., 12.
Nikolai, C., & Madey, G. (2009b). Tools of the trade: A survey of various agent based modeling platforms. Journal of Artificial Societies and Social Simulation, 12 (2), 2.
Piassa, F., de Araujo, J., da Rosa, R., Mattei, R., da Silva, R., Langoni, H., & da Silva, A. (2010). Prevalence and risk factors for toxoplasma gondii infection in certified and non-certified pig breeding farms in the Toledo microregion, pr, brazil. Rev. Bras. Parasitol. Vet., Jaboticabal,19, 152-156.
Railsback, S. F., & Grimm, V. (2012). Agent-based and individual-based modeling: A practical introduction. Princeton: Princeton University Press.
Railsback, S. F., Lytinen, S. L., & Jackson, S. K. (2006). Agent-based simulation platforms: Review and development recommendations. Simulation, 82, 609-623.
Schelling, T. (1971). Dynamic models of segregation. J. Math. Soc., 1 ,143-186.
Tenter, A. M., Heckeroth, A. R., & Weiss, L. M. (2000, November). Toxoplasma gondii: from animals to humans. International Journal for Parasitology, 30 (12-13), 1217-1258.
Toxoplasmosis. (2013). Retrieved from hppt://www.cdc.gov/parasite/toxoplasmosis/
Weigel, R., Dubey, J., Dyer, D., & Siegel, A. (1999). Risk factors for infection with toxoplasma gondii for residents and workers on swine farms in Illinois. Am. J. Trop. Med. Hyg., 60 (5), 793798.
Wilensky, U. (1999). Netlogo. http://ccl.northwestern.edu/netlogo, Center for Connected Learning and Computer-Based Modeling, Northwestern University, Evanston, IL.